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COLT
2005
Springer
10 years 10 months ago
Towards a Theoretical Foundation for Laplacian-Based Manifold Methods
In recent years manifold methods have attracted a considerable amount of attention in machine learning. However most algorithms in that class may be termed “manifold-motivatedâ€...
Mikhail Belkin, Partha Niyogi
FM
2001
Springer
130views Formal Methods» more  FM 2001»
10 years 8 months ago
Towards a Topos Theoretic Foundation for the Irish School of Constructive Mathematics
The Irish School of Constructive Mathematics (M♣ c ), which extends the VDM, exploits an algebraic notation based upon monoids and their morphisms for the purposes of abstract mo...
Mícheál Mac an Airchinnigh
GG
2004
Springer
10 years 9 months ago
Extending Graph Rewriting for Refactoring
Refactorings are transformations that change the structure of a program, while preserving the behavior. The topic has attracted a lot of attention recently, since it is a promising...
Niels Van Eetvelde, Dirk Janssens
JFR
2006
88views more  JFR 2006»
10 years 4 months ago
Discovering natural kinds of robot sensory experiences in unstructured environments
We derive categories directly from robot sensor data to address the symbol grounding problem. Unlike model-based approaches where human intuitive correspondences are sought betwee...
Daniel H. Grollman, Odest Chadwicke Jenkins, Frank...
DESRIST
2009
Springer
110views Education» more  DESRIST 2009»
10 years 9 months ago
Towards a paradigmatic shift in IS: designing for social practice
The paper elaborates on the theoretical foundation of Information System understood as a field of design science. Revisiting Hevner’s et al. seminal paper [44], we elaborate on ...
Markus Rohde, Gunnar Stevens, Peter Brödner, ...
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